Machine Learning Engineer - Bogota, Colombia - Avant

Avant

Empresa verificada

Bogota, Colombia

hace 1 semana

Publicado por:

Carolina González

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What you do at Avant:

Automate different model training and scoring processes while considering scalability as our data grows.-
Develop promotion pipelines that build and deploy our models as services. We use build tools like Docker and platforms such as Github Actions and Jenkins for CI/CD.-
Write robust test suites and documentation that ensures our code performs as expected and allows ease of use for end users.
Query, manipulate, and store data sources and streams. Avant has large amounts of data and we use tools like PostgreSQL, Hive, and Spark to access it.
Have a say in project planning and system design decisions.
Collaborate with other backend engineers and data-minded people to brainstorm ideas, solve complex problems, and deliver.
Be a part of a culture that treats engineers as both teachers and students, and encourage this by presenting weekly Lunch and Learns, hosting hackathons, and attending conferences.

Why you are a fit at Avant:

You have a bachelor's or advanced degree in a field such as computer science, mathematics, machine learning or another quantitative discipline.
You have strong knowledge of machine learning and data engineering concepts, computer science fundamentals, and coding/testing best practices with 8 or more years of experience working in a data and ML driven team.
You are excited about system design and enjoy creating project plans and seeing them through to completion.
You have experience automating processes and are concerned with increasing efficiency and scalability.
You are intellectually curious, love to learn about new technologies, and can teach others from your experiences.-
You're entrepreneurial, self-driven, and take pride in improving our customers' experiences.
You like communicating directly with business units from all over the company to ensure you understand and can best handle the pain points and the wide range of stakeholders' needs.

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